---
_id: '6139'
alternative_id:
- '6354'
author:
- first_name: Hasina
  full_name: Attaullah, Hasina
  id: '254998'
  last_name: Attaullah
  orcid: 0000-0002-6902-6116
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6902-6116/work/190160459
- first_name: Sanaullah
  full_name: Sanaullah, Sanaullah
  id: '248865'
  last_name: Sanaullah
  orcid: 0000-0003-4112-802X
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-4112-802X/work/190160461
- first_name: Annika
  full_name: Peters, Annika
  id: '257172'
  last_name: Peters
- first_name: Qazi Arbab
  full_name: Ahmed, Qazi Arbab
  id: '257333'
  last_name: Ahmed
  orcid: 0000-0002-1837-2254
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1837-2254/work/190160462
- first_name: Justin
  full_name: Baudisch, Justin
  id: '247397'
  last_name: Baudisch
  orcid: 0000-0001-5565-0228
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-5565-0228/work/190160463
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/190160465
citation:
  alphadin: '<span style="font-variant:small-caps;">Attaullah, Hasina</span> ; <span
    style="font-variant:small-caps;">Sanaullah, Sanaullah</span> ; <span style="font-variant:small-caps;">Peters,
    Annika</span> ; <span style="font-variant:small-caps;">Ahmed, Qazi Arbab</span>
    ; <span style="font-variant:small-caps;">Baudisch, Justin</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: DNA: detecting early signs of neurodegenerative diseases through
    activity and sleep analysis. In: <i>Frontiers in Neuroscience</i> Bd. 19, Frontiers
    Media SA (2025)'
  ama: 'Attaullah H, Sanaullah S, Peters A, Ahmed QA, Baudisch J, Jungeblut T. DNA:
    detecting early signs of neurodegenerative diseases through activity and sleep
    analysis. <i>Frontiers in Neuroscience</i>. 2025;19. doi:<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>'
  apa: 'Attaullah, H., Sanaullah, S., Peters, A., Ahmed, Q. A., Baudisch, J., &#38;
    Jungeblut, T. (2025). DNA: detecting early signs of neurodegenerative diseases
    through activity and sleep analysis. <i>Frontiers in Neuroscience</i>, <i>19</i>.
    <a href="https://doi.org/10.3389/fnins.2025.1617758">https://doi.org/10.3389/fnins.2025.1617758</a>'
  bibtex: '@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA:
    detecting early signs of neurodegenerative diseases through activity and sleep
    analysis}, volume={19}, DOI={<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>},
    journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah,
    Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch,
    Justin and Jungeblut, Thorsten}, year={2025} }'
  chicago: 'Attaullah, Hasina, Sanaullah Sanaullah, Annika Peters, Qazi Arbab Ahmed,
    Justin Baudisch, and Thorsten Jungeblut. “DNA: Detecting Early Signs of Neurodegenerative
    Diseases through Activity and Sleep Analysis.” <i>Frontiers in Neuroscience</i>
    19 (2025). <a href="https://doi.org/10.3389/fnins.2025.1617758">https://doi.org/10.3389/fnins.2025.1617758</a>.'
  ieee: 'H. Attaullah, S. Sanaullah, A. Peters, Q. A. Ahmed, J. Baudisch, and T. Jungeblut,
    “DNA: detecting early signs of neurodegenerative diseases through activity and
    sleep analysis,” <i>Frontiers in Neuroscience</i>, vol. 19, 2025.'
  mla: 'Attaullah, Hasina, et al. “DNA: Detecting Early Signs of Neurodegenerative
    Diseases through Activity and Sleep Analysis.” <i>Frontiers in Neuroscience</i>,
    vol. 19, Frontiers Media SA, 2025, doi:<a href="https://doi.org/10.3389/fnins.2025.1617758">10.3389/fnins.2025.1617758</a>.'
  short: H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut,
    Frontiers in Neuroscience 19 (2025).
date_created: 2025-08-20T10:50:06Z
date_updated: 2026-03-17T15:29:26Z
department:
- _id: '103'
doi: 10.3389/fnins.2025.1617758
intvolume: '        19'
language:
- iso: eng
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Frontiers in Neuroscience
publication_identifier:
  eissn:
  - 1662-453X
publication_status: published
publisher: Frontiers Media SA
research_group:
- _id: f025f82c-c221-11ec-90a2-d82e18d06cb8
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
status: public
title: 'DNA: detecting early signs of neurodegenerative diseases through activity
  and sleep analysis'
type: journal_article
user_id: '254998'
volume: 19
year: '2025'
...
---
_id: '2639'
alternative_id:
- '2666'
author:
- first_name: Christoph
  full_name: Ostrau, Christoph
  id: '250133'
  last_name: Ostrau
  orcid: 0000-0003-1551-3848
- first_name: Christian
  full_name: Klarhorst, Christian
  last_name: Klarhorst
- first_name: Michael
  full_name: Thies, Michael
  last_name: Thies
- first_name: Ulrich
  full_name: Rückert, Ulrich
  last_name: Rückert
citation:
  alphadin: '<span style="font-variant:small-caps;">Ostrau, Christoph</span> ; <span
    style="font-variant:small-caps;">Klarhorst, Christian</span> ; <span style="font-variant:small-caps;">Thies,
    Michael</span> ; <span style="font-variant:small-caps;">Rückert, Ulrich</span>:
    Benchmarking Neuromorphic Hardware and Its Energy Expenditure. In: <i>Frontiers
    in Neuroscience</i> Bd. 16, Frontiers Media SA (2022)'
  ama: Ostrau C, Klarhorst C, Thies M, Rückert U. Benchmarking Neuromorphic Hardware
    and Its Energy Expenditure. <i>Frontiers in Neuroscience</i>. 2022;16. doi:<a
    href="https://doi.org/10.3389/fnins.2022.873935">10.3389/fnins.2022.873935</a>
  apa: Ostrau, C., Klarhorst, C., Thies, M., &#38; Rückert, U. (2022). Benchmarking
    Neuromorphic Hardware and Its Energy Expenditure. <i>Frontiers in Neuroscience</i>,
    <i>16</i>. <a href="https://doi.org/10.3389/fnins.2022.873935">https://doi.org/10.3389/fnins.2022.873935</a>
  bibtex: '@article{Ostrau_Klarhorst_Thies_Rückert_2022, title={Benchmarking Neuromorphic
    Hardware and Its Energy Expenditure}, volume={16}, DOI={<a href="https://doi.org/10.3389/fnins.2022.873935">10.3389/fnins.2022.873935</a>},
    journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Ostrau,
    Christoph and Klarhorst, Christian and Thies, Michael and Rückert, Ulrich}, year={2022}
    }'
  chicago: Ostrau, Christoph, Christian Klarhorst, Michael Thies, and Ulrich Rückert.
    “Benchmarking Neuromorphic Hardware and Its Energy Expenditure.” <i>Frontiers
    in Neuroscience</i> 16 (2022). <a href="https://doi.org/10.3389/fnins.2022.873935">https://doi.org/10.3389/fnins.2022.873935</a>.
  ieee: C. Ostrau, C. Klarhorst, M. Thies, and U. Rückert, “Benchmarking Neuromorphic
    Hardware and Its Energy Expenditure,” <i>Frontiers in Neuroscience</i>, vol. 16,
    2022.
  mla: Ostrau, Christoph, et al. “Benchmarking Neuromorphic Hardware and Its Energy
    Expenditure.” <i>Frontiers in Neuroscience</i>, vol. 16, Frontiers Media SA, 2022,
    doi:<a href="https://doi.org/10.3389/fnins.2022.873935">10.3389/fnins.2022.873935</a>.
  short: C. Ostrau, C. Klarhorst, M. Thies, U. Rückert, Frontiers in Neuroscience
    16 (2022).
date_created: 2023-03-20T09:02:05Z
date_updated: 2026-03-17T15:28:35Z
doi: 10.3389/fnins.2022.873935
extern: '1'
intvolume: '        16'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.3389/fnins.2022.873935
oa: '1'
publication: Frontiers in Neuroscience
publication_identifier:
  eissn:
  - 1662-453X
publication_status: published
publisher: Frontiers Media SA
status: public
title: Benchmarking Neuromorphic Hardware and Its Energy Expenditure
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '216459'
volume: 16
year: '2022'
...
---
_id: '4336'
author:
- first_name: Oliver W.
  full_name: Klaproth, Oliver W.
  last_name: Klaproth
- first_name: Christoph
  full_name: Vernaleken, Christoph
  last_name: Vernaleken
- first_name: Laurens R.
  full_name: Krol, Laurens R.
  last_name: Krol
- first_name: Marc
  full_name: Halbrügge, Marc
  id: '256353'
  last_name: Halbrügge
  orcid: 0009-0007-3208-1297
- first_name: Thorsten O.
  full_name: Zander, Thorsten O.
  last_name: Zander
- first_name: Nele
  full_name: Russwinkel, Nele
  last_name: Russwinkel
citation:
  alphadin: '<span style="font-variant:small-caps;">Klaproth, Oliver W.</span> ; <span
    style="font-variant:small-caps;">Vernaleken, Christoph</span> ; <span style="font-variant:small-caps;">Krol,
    Laurens R.</span> ; <span style="font-variant:small-caps;">Halbrügge, Marc</span>
    ; <span style="font-variant:small-caps;">Zander, Thorsten O.</span> ; <span style="font-variant:small-caps;">Russwinkel,
    Nele</span>: Tracing Pilots’ Situation Assessment by Neuroadaptive Cognitive Modeling.
    In: <i>Frontiers in Neuroscience</i> Bd. 14, Frontiers Media SA (2020)'
  ama: Klaproth OW, Vernaleken C, Krol LR, Halbrügge M, Zander TO, Russwinkel N. Tracing
    Pilots’ Situation Assessment by Neuroadaptive Cognitive Modeling. <i>Frontiers
    in Neuroscience</i>. 2020;14. doi:<a href="https://doi.org/10.3389/fnins.2020.00795">10.3389/fnins.2020.00795</a>
  apa: Klaproth, O. W., Vernaleken, C., Krol, L. R., Halbrügge, M., Zander, T. O.,
    &#38; Russwinkel, N. (2020). Tracing Pilots’ Situation Assessment by Neuroadaptive
    Cognitive Modeling. <i>Frontiers in Neuroscience</i>, <i>14</i>. <a href="https://doi.org/10.3389/fnins.2020.00795">https://doi.org/10.3389/fnins.2020.00795</a>
  bibtex: '@article{Klaproth_Vernaleken_Krol_Halbrügge_Zander_Russwinkel_2020, title={Tracing
    Pilots’ Situation Assessment by Neuroadaptive Cognitive Modeling}, volume={14},
    DOI={<a href="https://doi.org/10.3389/fnins.2020.00795">10.3389/fnins.2020.00795</a>},
    journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Klaproth,
    Oliver W. and Vernaleken, Christoph and Krol, Laurens R. and Halbrügge, Marc and
    Zander, Thorsten O. and Russwinkel, Nele}, year={2020} }'
  chicago: Klaproth, Oliver W., Christoph Vernaleken, Laurens R. Krol, Marc Halbrügge,
    Thorsten O. Zander, and Nele Russwinkel. “Tracing Pilots’ Situation Assessment
    by Neuroadaptive Cognitive Modeling.” <i>Frontiers in Neuroscience</i> 14 (2020).
    <a href="https://doi.org/10.3389/fnins.2020.00795">https://doi.org/10.3389/fnins.2020.00795</a>.
  ieee: O. W. Klaproth, C. Vernaleken, L. R. Krol, M. Halbrügge, T. O. Zander, and
    N. Russwinkel, “Tracing Pilots’ Situation Assessment by Neuroadaptive Cognitive
    Modeling,” <i>Frontiers in Neuroscience</i>, vol. 14, 2020.
  mla: Klaproth, Oliver W., et al. “Tracing Pilots’ Situation Assessment by Neuroadaptive
    Cognitive Modeling.” <i>Frontiers in Neuroscience</i>, vol. 14, Frontiers Media
    SA, 2020, doi:<a href="https://doi.org/10.3389/fnins.2020.00795">10.3389/fnins.2020.00795</a>.
  short: O.W. Klaproth, C. Vernaleken, L.R. Krol, M. Halbrügge, T.O. Zander, N. Russwinkel,
    Frontiers in Neuroscience 14 (2020).
date_created: 2024-02-20T18:52:14Z
date_updated: 2026-03-17T15:28:59Z
doi: 10.3389/fnins.2020.00795
intvolume: '        14'
language:
- iso: eng
publication: Frontiers in Neuroscience
publication_identifier:
  eissn:
  - 1662-453X
publication_status: published
publisher: Frontiers Media SA
status: public
title: Tracing Pilots’ Situation Assessment by Neuroadaptive Cognitive Modeling
type: journal_article
user_id: '220548'
volume: 14
year: '2020'
...